---
title: SVD — Image to Video | ModelsLab
description: Generate smooth videos from images with SVD fast image-to-video endpoint. Try SVD model for consistent motion today.
url: https://modelslab.com/svd
canonical: https://modelslab.com/svd
type: website
component: Seo/ModelPage
generated_at: 2026-04-15T00:14:46.900289Z
---

Available now on ModelsLab · Video Generation

SVD
SVD Image to Video
---

[Try SVD](/models/modelslab/svd) [API Documentation](https://docs.modelslab.com)

Build Videos from Images
---

Fast Inference

### Image to Video

Convert static images to 14-25 frame videos at 1024x576 resolution.

Motion Control

### Adjustable FPS

Set frame rates from 3-30 FPS for smooth SVD video generation.

Low VRAM

### Efficient Generation

Run SVD model on 8GB GPUs like GTX 1080 in under 2 minutes.

Examples

See what SVD can create
---

Copy any prompt below and try it yourself in the [playground](/models/modelslab/svd).

Urban Timelapse

“Aerial view of bustling city skyline at dusk, cars streaming on highways, lights flickering on, smooth camera pan right, cinematic lighting, high detail, 25 frames at 7 FPS”

Ocean Waves

“Serene beach with turquoise waves crashing on golden sand, gentle foam receding, seashells scattered, soft sunlight, subtle forward motion, realistic physics, 14 frames at 6 FPS”

Forest Path

“Winding dirt path through dense green forest, sunlight filtering through leaves, light wind rustling branches, walking forward perspective, detailed foliage, 25 frames at 8 FPS”

Mountain Summit

“Snow-capped mountain peak under clear blue sky, clouds drifting below, gentle wind blowing snow, panoramic zoom out, sharp details, 14 frames at 5 FPS”

For Developers

A few lines of code.
SVD video. One call.
---

ModelsLab handles the infrastructure: fast inference, auto-scaling, and a developer-friendly API. No GPU management needed.

- **Serverless:** scales to zero, scales to millions
- **Pay per second,** no minimums
- **Python and JavaScript SDKs,** plus REST API

[API Documentation ](https://docs.modelslab.com)

PythonJavaScriptcURL

Copy

```
<code>import requests

response = requests.post(
    "https://modelslab.com/api/v6/video/text2video",
    json={
  "key": "YOUR_API_KEY",
  "prompt": "A suited astronaut, with the red dust of Mars clinging to their boots, reaches out to shake hands with an alien being, their skin a shimmering blue, under the pink-tinged sky of the fourth planet. In the background, a sleek silver rocket, a beacon of human ingenuity, stands tall, its engines powered down, as the two representatives of different worlds exchange a historic greeting amidst the desolate beauty of the Martian landscape.",
  "init_image": "",
  "output_type": "mp4"
}
)
print(response.json())</code>
```

FAQ

Common questions about SVD
---

[Read the docs ](https://docs.modelslab.com)

### What is the SVD model?

### How does SVD video generation work?

### What is ksvd in SVD context?

### What are SVD API requirements?

### Can SVD handle custom frame rates?

### Is SVD based on latent semantic analysis?

Ready to create?
---

Start generating with SVD on ModelsLab.

[Try SVD](/models/modelslab/svd) [API Documentation](https://docs.modelslab.com)

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*This markdown version is optimized for AI agents and LLMs.*

**Links:**
- [Website](https://modelslab.com)
- [API Documentation](https://docs.modelslab.com)
- [Blog](https://modelslab.com/blog)

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*Generated by ModelsLab - 2026-04-15*